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Two Tests for Dependence (of Unknown Form) between Time Series

This paper proposes two new nonparametric tests for independence between time series. Both tests are based on symbolic analysis, specifically on symbolic correlation integral, in order to be robust to potential unknown nonlinearities. The first test is developed for a scenario in which each consider...

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Vydáno v:Entropy (Basel)
Hlavní autoři: Caballero-Pintado, M. Victoria, Matilla-García, Mariano, Rodríguez, Jose M., Ruiz Marín, Manuel
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7515407/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21090878
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